Health & Medicinearticle2026-09-22

Leveraging Metamaterial‐Inspired Wireless Resonator for Reliable Quantitative MRI at 1.5T: Linearity, Bias, and Repeatability Assessment

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Abstract

ABSTRACT The accuracy of quantitative magnetic resonance imaging (qMRI) largely depends on the image signal‐to‐noise ratio (SNR). In recent years, studies on metamaterials in MRI have shown that they can significantly improve image quality through weak coupling with the body coil or receive coil. However, it is still unclear whether such coupling would affect the results of quantitative MRI. In this study, a metamaterial‐inspired wireless resonator is designed, and common clinical quantitative imaging sequences, including T1 mapping, T2 mapping, apparent diffusion coefficient (ADC), and proton density fat fraction (PDFF), are implemented on a 1.5 T MRI system. The linearity, bias, and repeatability of the quantitative results are systematically evaluated. The findings provide experimental evidence and support for the application of metamaterial‐inspired wireless resonators in quantitative MRI.

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View paper (DOI)Open access versionOpenAlexAdvanced Physics ResearchPublished 2026-09-22

Authors: Yakui Wang, Yingyi Qi, Bing Liu, Zhonghai Chi, Yi Yi, Xinxin Li, Yibei Yu, Qian Zhao, Zhuozhao Zheng

Institutions: Tsinghua University, Beijing Tsinghua Chang Gung Hospital, Tsinghua–Berkeley Shenzhen Institute